{"id":"https://openalex.org/W2120990226","doi":"https://doi.org/10.1109/fuzzy.2005.1452440","title":"A Hierarchical Fuzzy System with Automatical Rule Extraction","display_name":"A Hierarchical Fuzzy System with Automatical Rule Extraction","publication_year":2005,"publication_date":"2005-07-27","ids":{"openalex":"https://openalex.org/W2120990226","doi":"https://doi.org/10.1109/fuzzy.2005.1452440","mag":"2120990226"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2005.1452440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2005.1452440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05.","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112296595","display_name":"Shuqing Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shuqing Zeng","raw_affiliation_strings":["Department of Computer Science and Engineering, Michigan State University, East Lansing, MI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102248770","display_name":"Yongbao He","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongbao He","raw_affiliation_strings":["Department of Computer Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103833426","display_name":"Jie Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Jiang","raw_affiliation_strings":["Department of Computer Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5112296595"],"corresponding_institution_ids":["https://openalex.org/I87216513"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.13796784,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"477","last_page":"482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5961032509803772},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5254777073860168},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5107982158660889},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5057814121246338},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.46697258949279785},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4638946056365967},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.45679548382759094},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.44007280468940735},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.423717200756073},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.41569870710372925},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4118820130825043},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4013495445251465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34760934114456177},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34431445598602295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5961032509803772},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5254777073860168},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5107982158660889},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5057814121246338},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.46697258949279785},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4638946056365967},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.45679548382759094},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.44007280468940735},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.423717200756073},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.41569870710372925},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4118820130825043},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4013495445251465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34760934114456177},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34431445598602295},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2005.1452440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2005.1452440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1576064560","https://openalex.org/W1578953027","https://openalex.org/W1689445748","https://openalex.org/W2046649434","https://openalex.org/W2079325629","https://openalex.org/W2084406642","https://openalex.org/W2123614729","https://openalex.org/W2622604310","https://openalex.org/W4238240379","https://openalex.org/W4241940647","https://openalex.org/W6678213610","https://openalex.org/W6738980247"],"related_works":["https://openalex.org/W2507847988","https://openalex.org/W1486684451","https://openalex.org/W2038461654","https://openalex.org/W2087021805","https://openalex.org/W1505735190","https://openalex.org/W1980652001","https://openalex.org/W4388516489","https://openalex.org/W2155210646","https://openalex.org/W2166637398","https://openalex.org/W2155989294"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,14,57,61,66,85,96,101,106],"hierarchical":[6,37],"fuzzy":[7,62],"system":[8],"for":[9,95],"high-dimensional":[10,92],"data.":[11,81],"We":[12,25],"introduce":[13],"locally":[15],"weighted":[16],"scheme":[17],"to":[18,31,56,60,114],"the":[19,27,33,42,54,69,75,78,91,117,121],"extraction":[20],"of":[21,45,68,77,123],"Takagi-Sugeno":[22],"type":[23],"rules.":[24],"apply":[26],"sequential":[28],"least-squares":[29],"method":[30],"estimate":[32],"linear":[34],"model.":[35],"A":[36],"clustering":[38],"takes":[39],"place":[40],"in":[41],"product":[43],"space":[44,94],"systems":[46],"inputs":[47],"and":[48,50,105,120],"outputs,":[49],"each":[51,83],"path":[52],"from":[53,90],"root":[55],"leaf":[58],"corresponds":[59],"IF-THEN":[63],"rule.":[64],"Only":[65],"subset":[67],"rules":[70],"is":[71,88],"considered,":[72],"based":[73],"on":[74],"locality":[76],"input":[79,93],"query":[80],"At":[82],"hierarchy,":[84],"discriminating":[86],"subspace":[87],"derived":[89],"good":[97],"generalization":[98],"capability.":[99],"Both":[100],"synthetic":[102],"data":[103],"set":[104],"real-world":[107],"robot":[108],"collision":[109],"avoidance":[110],"problem":[111],"are":[112],"considered":[113],"illustrate":[115],"how":[116],"algorithm":[118],"works":[119],"applicability":[122],"it":[124]},"counts_by_year":[{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}